# 输入 (10, 4, 32, 32) → 输出 (10, 12, 32, 32)
# Conv2d(in_channels=4, out_channels=12, kernel_size=1, stride=1, padding=0)
# Conv2d(in_channels=4, out_channels=12, kernel_size=3, stride=1, padding=1)

# 输入 (5, 2, 64, 64) → 输出 (5, 6, 32, 32)
# Conv2d(in_channels=2, out_channels=6, kernel_size=3, stride=2, padding=1)

# 输入 (7, 5, 48, 48) → 输出 (7, 15, 45, 45)
# Conv2d(in_channels=5, out_channels=15, kernel_size=4, stride=1, padding=0)

# 输入 (9, 3, 28, 28) → 输出 (9, 9, 12, 12)
# Conv2d(in_channels=3, out_channels=9, kernel_size=5, stride=2, padding=0)

# 输入 (10, 1, 32, 32) → 输出 (10, 6, 28, 28)
# Conv2d(in_channels=1, out_channels=6, kernel_size=5, stride=1, padding=0)
